GifariKemal
214b64945d
Live trading optimizations (cumulative: $2,807 net, 81.8% WR, Sharpe 3.97): - #28B: Smart breakeven locks profit at entry + 0.5x ATR instead of fixed $2 - #31B: H1 Price vs EMA20 filter — BUY only when H1 bullish, SELL only when bearish Backtests #26-#32 (7 scripts testing sell improvement, regime-aware entry, confluence scoring, dynamic RR, multi-TF H1, and ML exit optimizer). Winners: #28B (+$229), #31B (+$343). Failed: #26, #27, #29, #30, #32. Also includes: web dashboard redesign, Docker setup, startup scripts. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
46 lines
810 B
Plaintext
46 lines
810 B
Plaintext
# Smart Automatic Trading BOT + AI
|
|
# Requirements for Hybrid AI Forex Trading System (XAUUSD)
|
|
# Python 3.11+ required
|
|
|
|
# Core Data Engine (Rust-based, NOT Pandas)
|
|
polars>=1.37.0
|
|
pyarrow>=15.0.0
|
|
|
|
# Broker Connection
|
|
MetaTrader5>=5.0.5572
|
|
|
|
# Machine Learning
|
|
xgboost>=2.1.0
|
|
scikit-learn>=1.4.0
|
|
hmmlearn>=0.3.3
|
|
joblib>=1.4.0
|
|
|
|
# Asynchronous Processing
|
|
asyncio-throttle>=1.0.2
|
|
|
|
# Logging and Monitoring
|
|
loguru>=0.7.2
|
|
|
|
# Environment Variables
|
|
python-dotenv>=1.0.1
|
|
|
|
# Numerical Computing (for numpy-based SMC algorithms)
|
|
numpy>=1.26.0
|
|
|
|
# HTTP Client (for Telegram)
|
|
aiohttp>=3.9.0
|
|
|
|
# PostgreSQL Database
|
|
psycopg2-binary>=2.9.9
|
|
|
|
# FastAPI for Web Dashboard API
|
|
fastapi>=0.109.0
|
|
uvicorn[standard]>=0.27.0
|
|
pydantic>=2.6.0
|
|
|
|
# Optional: For backtesting
|
|
# vectorbt>=0.26.2
|
|
|
|
# Optional: Connection pooling
|
|
# asyncpg>=0.29.0
|